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AI Visibility Scorecard
Numerator
numerator.com · internet
Somewhat visible. AI bots can read Numerator, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT
#2,313 of 1,697,991 in Food & Beverage for AI visibility
6.8
/10
AEO Score
About Numerator
from our crawl and measurement
Numerator is a business whose own site puts it this way: "Numerator is a data company transforming how consumers and markets are understood. Powered by advanced technology and proprietary, zero-party purchase and survey data from more...." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
6
Press and news coverage.
Community
0
No community discussion yet.
1
Reddit mentions and discussion.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.8/10, Numerator has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Numerator
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Numerator.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/numerator
Cite this score: Engagemii (2026). "AEO Score for Numerator." Retrieved from https://engagemii.com/aeo/brands/numerator
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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